Objective:
The course objective is to introduce the student to basic probability theory and descriptive statistics.
Learning Outcomes:
- Classify statistical data
- Compare statistical data
- Compute the probabilities of events
- Analyze statistical data using appropriate probability distributions
- Evaluate statistical data using appropriate probability distributions
- Apply central limit theorem to describe inferences
- As well as compare hypothesis testing techniques, including single and multi-sample tests for means and standard deviations
- Differentiate statistical data
- Construct confidence intervals to estimate means and standard deviations for populations
General Course Topics:
- Sampling methods
- Basic measures
- Outlier effects
- Events and sets
- Graphic representation of data
- Probability
- Counting techniques
- Permutations and combinations
- Probability distributions
- Confidence interval
- Hypothesis testing
- Chi-squared goodness-of-fit
- Normal tests